Research
Programs of work, not one-off projects.
Active · Startup / IRB
Somatag — Closed-Loop HRV Intervention Platform
Patent-pending biosensing wearable synthesizing 40+ peer-reviewed studies on HRV,
affect, and closed-loop intervention design. Physiological state ontology built from
first principles. Coleman Phase I pilot (10–20 caregivers) launching Q3 2026
at CU Boulder ATLAS Institute.
Published · IRB Longitudinal
HRV & Caregiver Stress — Clemson University (2011–2015)
3.5-year IRB-approved longitudinal study with 50+ Alzheimer's family caregivers.
Measured HRV coherence response to sensory and behavioral interventions using
emWave2 biofeedback. Demonstrated measurable stress reduction from
non-pharmacological cues. Program adopted by 7 community centers, serving 100+ families.
Presented at Clemson Creative Inquiry Poster Forum (2014, 2015) and Alzheimer's
Advocacy Conference.
Applied AI · NSF iCorps
CGAdvocacy — GPT/RAG Health Policy Platform
Retrieval-augmented generation platform for healthcare policy analysis.
Engineered retrieval architecture, prompt design, and evaluation workflows.
30% faster policy review vs. manual baseline. Built at Microsoft AI Hackathon.
NSF iCorps West commercialization framework applied.
Evidence Synthesis
Foresight & Evidence Reports — Kutuhala Studio
6+ mixed-methods foresight and evidence synthesis reports for clients:
GLP-1s, gut-brain axis, precision medicine, emotion tech, aging systems.
Combining systematic literature review, expert interviews, and scenario planning.